{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ddc1ca64-7d0b-4537-b84a-2ae75f574a8a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # 步骤\n",
    "# 1、读取图片\n",
    "# 2、裁剪出人脸\n",
    "# 3、转为blog格式\n",
    "# 4、处理所有图片\n",
    "# 5、存储为numpy文件"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7b8e8073-6415-4eb1-be39-282fda61e4da",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入相关包\n",
    "import cv2\n",
    "import numpy as np \n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f289dc96-4d63-4e52-ad7b-970488df2a62",
   "metadata": {},
   "source": [
    "## 1、读取图片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "31609a8f-9ad9-4124-a0b1-4f0bc248f041",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x2070282d100>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 读取\n",
    "img = cv2.imread('./test_imgs/mask_people.jpg')\n",
    "# 显示图片\n",
    "plt.imshow(cv2.cvtColor(img,cv2.COLOR_BGR2RGB))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10d58ca0-8711-45d3-9fd2-eda83666ddd7",
   "metadata": {},
   "source": [
    "## 2、裁剪人脸"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b72c8577-ce83-48d3-9cd1-8a3f19754e89",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 加载SSD模型\n",
    "face_detector = cv2.dnn.readNetFromCaffe('./weights/deploy.prototxt.txt','./weights/res10_300x300_ssd_iter_140000.caffemodel')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "78a43e29-66d2-4887-90e4-4fadf0c8ed61",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 转为Blob\n",
    "img_blob = cv2.dnn.blobFromImage(img,1,(300,300),(104,177,123),swapRB=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "2d83cc27-b48a-4d43-b656-1ecc7aa53bc4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 输入\n",
    "face_detector.setInput(img_blob)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ffcc5d79-3dc1-415c-8ffc-edad424b36be",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 推理\n",
    "detections = face_detector.forward()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "523e22c5-946b-47c8-b64a-1f6e96f7294e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1, 1, 200, 7)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "detections.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "32dfbc2f-934a-4a9f-a6e6-4a0dfab50f71",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 人数\n",
    "person_count = detections.shape[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "7de13302-7eb4-4ae0-9bcd-15579d4d6c2d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "person_count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "99aa14fb-e546-4239-ab2e-9b4d079a794f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 人脸检测得函数\n",
    "def face_detec(img):\n",
    "    # 转为Blob\n",
    "    img_blob = cv2.dnn.blobFromImage(img,1,(300,300),(104,177,123),swapRB=True)\n",
    "    # 输入\n",
    "    face_detector.setInput(img_blob)\n",
    "    # 推理\n",
    "    detections = face_detector.forward()\n",
    "    # 遍历结果\n",
    "    # 获取原图尺寸\n",
    "    img_h,img_w = img.shape[:2]\n",
    "    # 人脸数量\n",
    "    person_count = detections.shape[2]\n",
    "    for face_index in range(person_count):\n",
    "        # 置信度\n",
    "        confidence = detections[0,0,face_index,2]\n",
    "        # print(confidence)\n",
    "        if confidence > 0.5:\n",
    "            locations = detections[0,0,face_index,3:7] * np.array([img_w,img_h,img_w,img_h])\n",
    "            # print(locations)\n",
    "            # 取整\n",
    "            l,t,r,b = locations.astype('int')\n",
    "            # cv2.rectangle(img,(l,t),(r,b),(0,255,0),5)\n",
    "            return img[t:b,l:r]\n",
    "    return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "d9475478-4ea5-443f-97f2-17ef6b31f647",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_new = cv2.imread('./images/1.yes/0_0_0 copy 52.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "b2982c51-f6b0-4577-b578-4bb528c92c4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "face_crop = face_detec(img_new)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "db1fb59e-25a7-4900-8729-8da73db0e125",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(245, 216, 3)"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "face_crop.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "95e19a7f-1ed0-4103-88e6-e86ebc1ae76c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x20709f4be80>"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(cv2.cvtColor(face_crop,cv2.COLOR_BGR2RGB))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "851fdf86-3deb-4ae0-80b7-38e71b89cbec",
   "metadata": {},
   "source": [
    "### 3、转为Blob图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "60ba95f5-bb1e-4a41-a473-25b5de0f8871",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 转为blob得函数\n",
    "def imgBlob(img):\n",
    "    # 转为Blob\n",
    "    img_blob = cv2.dnn.blobFromImage(img,1,(100,100),(104,177,123),swapRB=True)\n",
    "    # 压缩维度\n",
    "    img_squeeze = np.squeeze(img_blob).T\n",
    "    # 旋转\n",
    "    img_rotate = cv2.rotate(img_squeeze,cv2.ROTATE_90_CLOCKWISE)\n",
    "    # 镜像\n",
    "    img_flip = cv2.flip(img_rotate,1)\n",
    "    # 去除负数并归一化\n",
    "    img_blob = np.maximum(img_flip,0) / img_flip.max()\n",
    "    \n",
    "    return img_blob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "e73de024-f1ce-48de-a106-fdcf045e4230",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_test = cv2.imread('./images/1.yes/0_0_0 copy 52.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "1aafb54b-f3b6-4cee-8bae-ae4ea854969e",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_blob = imgBlob(img_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "c7c654a3-b315-4aa1-b877-c507980ab572",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1.0, 0.0)"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_blob.max(),img_blob.min()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "a3cb4ac5-a572-4307-af14-6b42c82c47a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100, 100, 3)"
      ]
     },
     "execution_count": 112,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_blob.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "831e4924-e1d2-4652-a0c2-460fb44f5c35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x2070a4e7fd0>"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_blob)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b573e02f-5009-414f-b387-c3b8ce84db64",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "ca888aae-a84b-4f8d-9e6c-3a22023740c8",
   "metadata": {},
   "source": [
    "## 4、处理所有图片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "id": "ec63d782-68f2-41a1-b093-549a6e8ab54b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取图片类别标签labels\n",
    "import os,glob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "id": "6a3be400-0e1d-408d-8bcb-4d15de3be809",
   "metadata": {},
   "outputs": [],
   "source": [
    "import tqdm # 显示处理过程的函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "id": "ef7c0296-f694-4ab1-9200-7e7999cb75ba",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = os.listdir('./images/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "id": "34c17745-9f8c-43a1-bb3f-d2ee3413cdce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['1.yes', '2.no', '3.nose']"
      ]
     },
     "execution_count": 136,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "id": "1baa99d5-6238-4e3f-9073-4265de3d56d9",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "处理 1.yes: 100%|██████████████████████████████████████████████████████████████████| 1787/1787 [00:51<00:00, 34.56it/s]\n",
      "处理 2.no: 100%|███████████████████████████████████████████████████████████████████| 1918/1918 [00:52<00:00, 36.22it/s]\n",
      "处理 3.nose: 100%|█████████████████████████████████████████████████████████████████| 1919/1919 [01:11<00:00, 26.77it/s]\n"
     ]
    }
   ],
   "source": [
    "# 遍历所有类别\n",
    "# 两个列表保存结果\n",
    "img_list = []\n",
    "label_list = []\n",
    "\n",
    "for label in labels:\n",
    "    # 获取文件列表\n",
    "    file_list = glob.glob('./images/%s/*.jpg' % (label))\n",
    "    # print(len(file_list))\n",
    "    for img_file in tqdm.tqdm(file_list,desc = '处理 %s' % (label)):\n",
    "        # 读取文件\n",
    "        img = cv2.imread(img_file)\n",
    "        # 裁剪人脸\n",
    "        img_crop = face_detec(img)\n",
    "        # 判断为空得情况 \n",
    "        if img_crop is not None:\n",
    "            # 转为blob\n",
    "            img_blob = imgBlob(img_crop)\n",
    "            img_list.append(img_blob)\n",
    "            label_list.append(label)\n",
    "            # print(label)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbfb01bb-5696-43d9-8b50-7b5ee1bccf7b",
   "metadata": {},
   "source": [
    "## 5、保存为numpy文件"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "id": "534e874c-fc29-4005-8aef-8eadf3f48044",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 转为numpy数组\n",
    "X = np.asarray(img_list)\n",
    "Y = np.asarray(label_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "id": "b95cfbb4-8055-4cf9-80ea-af46c9575737",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "((5328, 100, 100, 3), (5328,))"
      ]
     },
     "execution_count": 142,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X.shape,Y.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "id": "224d3531-e50a-418d-a762-50fcbc0b1304",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 存储为numpy文件\n",
    "np.savez('./data/imageData.npz',X,Y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6ff01113-79eb-4ed9-94d8-c7d164ef50aa",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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